{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b4da8545",
   "metadata": {},
   "source": [
    "# 评估同化算法的性能\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c500a928",
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6c234c33",
   "metadata": {},
   "source": [
    "## 基本参数设置"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "08ca92c3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Depending on your combination of package versions, this can raise a lot of TF warnings... \n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "# import scienceplots\n",
    "plt.style.use([\"nature\", \"no-latex\"])\n",
    "import xarray as xr\n",
    "from pathlib import Path\n",
    "import pickle\n",
    "import sys \n",
    "sys.path.append('../')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3aaf16f2-fdc9-4a58-9915-51f2eda3bf18",
   "metadata": {},
   "outputs": [],
   "source": [
    "fourcastnet_dir = \"/public/home/wangwuxing01/research/fundation/output/forecast\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ba75c5fd-e1fd-472b-9aca-92e9a409af6f",
   "metadata": {},
   "outputs": [],
   "source": [
    "plot_vars = [\"Z500\", \"T850\", \"T2M\", \"U10\", \"V10\", \"MSLP\", \"T500\", \"R500\", \"U500\", \"V500\"]\n",
    "unit_y = [\"(m$^2$ s$^{-2}$)\", \"(K)\", \"(K)\", \"(m s$^{-1}$)\", \"(m s$^{-1}$)\", \"(Pa)\", \"(K)\", \"(%)\", \"(m s$^{-1}$)\", \"(m s$^{-1}$)\"]\n",
    "plot_idx = [1, 10, 22, 20, 21, 23, 9, 5, 13, 17]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "157fddba-ad39-4eb4-ba5d-fa4d1adb8463",
   "metadata": {},
   "outputs": [],
   "source": [
    "rmse_fourcastnet = np.load(f\"{fourcastnet_dir}/rmse_fourcastnet.npy\")\n",
    "acc_fourcastnet = np.load(f\"{fourcastnet_dir}/acc_fourcastnet.npy\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f5083732-563e-4f07-a622-9ca9e03a2e07",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x648 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(16, 9))\n",
    "for i in range(20):\n",
    "    ax = fig.add_subplot(4, 5, i+1)\n",
    "    if i in [0, 1, 2, 3, 4]:\n",
    "        plt.title(plot_vars[i], fontsize=12)\n",
    "        ax.plot(np.mean(rmse_fourcastnet, axis=0)[:, plot_idx[i]], color='k', linewidth=1.5, \n",
    "                marker=\"o\", markersize=2, label=f\"FourcastNet\")\n",
    "        ax.set_xticks(np.arange(0, rmse_fourcastnet.shape[1], 8))\n",
    "        ax.set_xticklabels(np.arange(0, 6 * rmse_fourcastnet.shape[1], 48), fontsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"RMSE {unit_y[i]}\", fontsize=12)\n",
    "        plt.xlabel(\"Lead Time (hours)\", fontsize=12)\n",
    "    elif i in [5, 6, 7, 8, 9]:\n",
    "        plt.title(plot_vars[i-5], fontsize=12)\n",
    "        ax.plot(np.mean(acc_fourcastnet, axis=0)[:, plot_idx[i-5]], color='k', linewidth=1.5, \n",
    "                marker=\"o\", markersize=2, label=f\"FourcastNet\")\n",
    "        ax.set_xticks(np.arange(0, acc_fourcastnet.shape[1], 8))\n",
    "        ax.set_xticklabels(np.arange(0, 6 * acc_fourcastnet.shape[1], 48), fontsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"ACC\", fontsize=12)\n",
    "        plt.xlabel(\"Lead Time (hours)\", fontsize=12)\n",
    "    elif i in [10, 11, 12, 13, 14]:\n",
    "        plt.title(plot_vars[i-5], fontsize=12)\n",
    "        ax.plot(np.mean(rmse_fourcastnet, axis=0)[:, plot_idx[i-5]], color='k', linewidth=1.5, \n",
    "                marker=\"o\", markersize=2, label=f\"FourcastNet\")\n",
    "        ax.set_xticks(np.arange(0, rmse_fourcastnet.shape[1], 8))\n",
    "        ax.set_xticklabels(np.arange(0, 6 * rmse_fourcastnet.shape[1], 48), fontsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"RMSE {unit_y[i-5]}\", fontsize=12)\n",
    "        plt.xlabel(\"Lead Time (hours)\", fontsize=12)\n",
    "    elif i in [15, 16, 17, 18, 19]:\n",
    "        plt.title(plot_vars[i-10], fontsize=12)\n",
    "        ax.plot(np.mean(acc_fourcastnet, axis=0)[:, plot_idx[i-10]], color='k', linewidth=1.5, \n",
    "                marker=\"o\", markersize=2, label=f\"FourcastNet\")\n",
    "        ax.set_xticks(np.arange(0, acc_fourcastnet.shape[1], 8))\n",
    "        ax.set_xticklabels(np.arange(0, 6 * acc_fourcastnet.shape[1], 48), fontsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"ACC\", fontsize=12)\n",
    "        plt.xlabel(\"Lead Time (hours)\", fontsize=12)\n",
    "        \n",
    "lines, labels = fig.axes[-1].get_legend_handles_labels()\n",
    "fig.legend(lines, labels, ncol=1, loc='lower center', bbox_to_anchor=(0.5, 0), fontsize=12)\n",
    "plt.tight_layout()\n",
    "plt.gcf().subplots_adjust(bottom=0.12)\n",
    "plt.savefig(f'fourcastnet_medium_forecast.jpg',dpi=300)\n",
    "plt.savefig(f'fourcastnet_medium_forecast.pdf',dpi=300)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0c492b60",
   "metadata": {},
   "outputs": [],
   "source": [
    "da_cycle_dir = \"/public/home/wangwuxing01/research/fundation/output_npj/da_cycle\"\n",
    "medium_forecast_dir = \"/public/home/wangwuxing01/research/fundation/output_npj/medium_forecast\"\n",
    "scaler_dir = \"/public/home/wangwuxing01/research/fundation/data/era5_6_hourly/assim_dir_3day/scaler.pkl\"\n",
    "var_idx_dir = \"/public/home/wangwuxing01/research/fundation/data/era5_6_hourly/assim_dir_3day/var_idx.npy\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "30d534d5-f146-4d81-9de3-fa7a808a3620",
   "metadata": {},
   "outputs": [],
   "source": [
    "var_idx = [k for k in np.load(var_idx_dir)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "4bf316d1-3d60-497c-b649-3104a592f471",
   "metadata": {},
   "outputs": [],
   "source": [
    "plot_vars = [\"Z500\", \"T850\", \"T2M\", \"U10\", \"V10\", \"MSLP\", \"T500\", \"R500\", \"U500\", \"V500\"]\n",
    "unit_y = [\"(m$^2$ s$^{-2}$)\", \"(K)\", \"(K)\", \"(m s$^{-1}$)\", \"(m s$^{-1}$)\", \"(Pa)\", \"(K)\", \"(%)\", \"(m s$^{-1}$)\", \"(m s$^{-1}$)\"]\n",
    "plot_idx = [1, 10, 22, 20, 21, 23, 9, 5, 13, 17]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "dc4c4e1d-ec77-4085-bdee-7254f54ab98a",
   "metadata": {},
   "outputs": [],
   "source": [
    "rmse_dacycle_4dvarnet = np.load(f\"{da_cycle_dir}/rmse_4dvarnet_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "rmse_dacycle_vit = np.load(f\"{da_cycle_dir}/rmse_vit_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "rmse_dacycle_4dvarformer = np.load(f\"{da_cycle_dir}/rmse_4dvarformer_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "\n",
    "acc_dacycle_4dvarnet = np.load(f\"{da_cycle_dir}/acc_4dvarnet_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "acc_dacycle_vit = np.load(f\"{da_cycle_dir}/acc_vit_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "acc_dacycle_4dvarformer = np.load(f\"{da_cycle_dir}/acc_4dvarformer_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "cc08f68e-bab0-4272-a0f3-a6cb5bc6e7e2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x648 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(16, 9))\n",
    "for i in range(20):\n",
    "    ax = fig.add_subplot(4, 5, i+1)\n",
    "    if i in [0, 1, 2, 3, 4]:\n",
    "        plt.title(plot_vars[i], fontsize=12)\n",
    "        ax.plot(np.mean(rmse_dacycle_4dvarnet, axis=0)[::4, plot_idx[i]], linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"4DVarNet\")\n",
    "        ax.plot(np.mean(rmse_dacycle_vit, axis=0)[::4, plot_idx[i]], linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"ViT\")\n",
    "        ax.plot(np.mean(rmse_dacycle_4dvarformer, axis=0)[::4, plot_idx[i]], color='r', \n",
    "                linewidth=2, marker=\"o\", markersize=3, label=f\"4DVarFormer\")\n",
    "        ax.tick_params(axis=\"x\", labelsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"RMSE {unit_y[i]}\", fontsize=12)\n",
    "        plt.xlabel(\"DA Cycle Time (days)\", fontsize=12)\n",
    "    elif i in [5, 6, 7, 8, 9]:\n",
    "        plt.title(plot_vars[i-5], fontsize=12)\n",
    "        ax.plot(np.mean(acc_dacycle_4dvarnet, axis=0)[::4, plot_idx[i-5]], linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"4DVarNet\")\n",
    "        ax.plot(np.mean(acc_dacycle_vit, axis=0)[::4, plot_idx[i-5]], linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"ViT\")\n",
    "        ax.plot(np.mean(acc_dacycle_4dvarformer, axis=0)[::4, plot_idx[i-5]], color='r', linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"4DVarFormer\")\n",
    "        ax.tick_params(axis=\"x\", labelsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"ACC\", fontsize=12)\n",
    "        plt.xlabel(\"DA Cycle Time (days)\", fontsize=12)\n",
    "    elif i in [10, 11, 12, 13, 14]:\n",
    "        plt.title(plot_vars[i-5], fontsize=12)\n",
    "        ax.plot(np.mean(rmse_dacycle_4dvarnet, axis=0)[::4, plot_idx[i-5]], linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"4DVarNet\")\n",
    "        ax.plot(np.mean(rmse_dacycle_vit, axis=0)[::4, plot_idx[i-5]], linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"ViT\")\n",
    "        ax.plot(np.mean(rmse_dacycle_4dvarformer, axis=0)[::4, plot_idx[i-5]], color='r', linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"4DVarFormer\")\n",
    "        ax.tick_params(axis=\"x\", labelsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"RMSE {unit_y[i-5]}\", fontsize=12)\n",
    "        plt.xlabel(\"DA Cycle Time (days)\", fontsize=12)\n",
    "    elif i in [15, 16, 17, 18, 19]:\n",
    "        plt.title(plot_vars[i-10], fontsize=12)\n",
    "        ax.plot(np.mean(acc_dacycle_4dvarnet, axis=0)[::4, plot_idx[i-10]], linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"4DVarNet\")\n",
    "        ax.plot(np.mean(acc_dacycle_vit, axis=0)[::4, plot_idx[i-10]], linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"ViT\")\n",
    "        ax.plot(np.mean(acc_dacycle_4dvarformer, axis=0)[::4, plot_idx[i-10]], color='r', linewidth=2, \n",
    "                marker=\"o\", markersize=3, label=f\"4DVarFormer\")\n",
    "        ax.tick_params(axis=\"x\", labelsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"ACC\", fontsize=12)\n",
    "        plt.xlabel(\"DA Cycle Time (days)\", fontsize=12)\n",
    "        \n",
    "lines, labels = fig.axes[-1].get_legend_handles_labels()\n",
    "fig.legend(lines, labels, ncol=3, loc='lower center', bbox_to_anchor=(0.5, 0), fontsize=12)\n",
    "plt.tight_layout()\n",
    "plt.gcf().subplots_adjust(bottom=0.12)\n",
    "plt.savefig(f'da_cycle_temp_wind_30d.jpg',dpi=300)\n",
    "plt.savefig(f'da_cycle_temp_wind_30d.pdf',dpi=300)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "0fb62aad-0cc4-4b47-acc5-9425351b7929",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(139, 120, 24)"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "acc_dacycle_4dvarformer.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "d00455da-5851-46f5-9d5c-85ef509a9dde",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.34626266"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(np.mean(rmse_dacycle_4dvarformer[::4] - rmse_dacycle_4dvarnet[::4], axis=(0,1)) / np.mean(rmse_dacycle_4dvarnet[::4], axis=(0,1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "69273239-cb1f-428c-bbd1-06cccdf79631",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.4317905"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(np.mean(rmse_dacycle_4dvarformer[::4] - rmse_dacycle_vit[::4], axis=(0,1)) / np.mean(rmse_dacycle_vit[::4], axis=(0,1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "124cafb5-02f9-4bc9-a523-eae65a6ced49",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.01050367, 0.02700265, 0.16258395, 0.12246774, 0.00511598,\n",
       "       0.35952967, 0.2841292 , 0.14096956, 0.00781264, 0.03255501,\n",
       "       0.05171665, 0.03889498, 0.00211485, 0.05021425, 0.09629165,\n",
       "       0.08347183, 0.13186239, 0.48084033, 0.21189599, 0.10097289,\n",
       "       0.04345817, 0.04694967, 0.01819917, 0.10554396], dtype=float32)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(acc_dacycle_4dvarformer[::4] - acc_dacycle_4dvarnet[::4], axis=(0,1)) / np.mean(acc_dacycle_4dvarnet[::4], axis=(0,1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "32a4a3b2-3c45-4e53-a799-7ce7047f529b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.108962364"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(np.mean(acc_dacycle_4dvarformer[::4] - acc_dacycle_4dvarnet[::4], axis=(0,1)) / np.mean(acc_dacycle_4dvarnet[::4], axis=(0,1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "de1e2543-7c11-4af0-9938-04d8fc53f702",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.20238812"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(np.mean(acc_dacycle_4dvarformer[::4] - acc_dacycle_vit[::4], axis=(0,1)) / np.mean(acc_dacycle_vit[::4], axis=(0,1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "8d99e545-f187-4e1d-93e4-3f51a73f9cda",
   "metadata": {},
   "outputs": [],
   "source": [
    "rmse_fourcastnet = np.load(f\"{fourcastnet_dir}/rmse_fourcastnet.npy\").astype(np.float32)\n",
    "rmse_mf_4dvarnet = np.load(f\"{medium_forecast_dir}/rmse_4dvarnet_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "rmse_mf_vit = np.load(f\"{medium_forecast_dir}/rmse_vit_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "rmse_mf_4dvarformer = np.load(f\"{medium_forecast_dir}/rmse_4dvarformer_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "\n",
    "acc_fourcastnet = np.load(f\"{fourcastnet_dir}/acc_fourcastnet.npy\").astype(np.float32)\n",
    "acc_mf_4dvarnet = np.load(f\"{medium_forecast_dir}/acc_4dvarnet_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "acc_mf_vit = np.load(f\"{medium_forecast_dir}/acc_vit_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)\n",
    "acc_mf_4dvarformer = np.load(f\"{medium_forecast_dir}/acc_4dvarformer_obs[8, 9, 10, 11, 20, 21]_xb_3day.npy\").astype(np.float32)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "9968a190-61da-4758-a330-3cc39ec6d9fd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x648 with 20 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(16, 9))\n",
    "for i in range(20):\n",
    "    ax = fig.add_subplot(4, 5, i+1)\n",
    "    if i in [0, 1, 2, 3, 4]:\n",
    "        plt.title(plot_vars[i], fontsize=12)\n",
    "        ax.plot(np.arange(1, 29), np.mean(rmse_fourcastnet, axis=0)[1:, plot_idx[i]], color='k', linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"ERA5\")\n",
    "        ax.plot(np.mean(rmse_mf_4dvarnet, axis=0)[:, plot_idx[i]], linewidth=2,\n",
    "                marker=\"o\", markersize=3,  label=f\"4DVarNet\")\n",
    "        ax.plot(np.mean(rmse_mf_vit, axis=0)[:, plot_idx[i]], linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"ViT\")\n",
    "        ax.plot(np.mean(rmse_mf_4dvarformer, axis=0)[:, plot_idx[i]], color='r', linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"4DVarFormer\")\n",
    "        ax.set_xticks(np.arange(0, rmse_fourcastnet.shape[1], 8))\n",
    "        ax.set_xticklabels(np.arange(0, 6 * rmse_fourcastnet.shape[1], 48))\n",
    "        ax.tick_params(axis=\"x\", labelsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"RMSE {unit_y[i]}\", fontsize=12)\n",
    "        plt.xlabel(\"Lead Time (hours)\", fontsize=12)\n",
    "    elif i in [5, 6, 7, 8, 9]:\n",
    "        plt.title(plot_vars[i-5], fontsize=12)\n",
    "        ax.plot(np.arange(1, 29), np.mean(acc_fourcastnet, axis=0)[1:, plot_idx[i-5]], color='k', linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"ERA5\")\n",
    "        ax.plot(np.mean(acc_mf_4dvarnet, axis=0)[:, plot_idx[i-5]], linewidth=2,\n",
    "                marker=\"o\", markersize=3,  label=f\"4DVarNet\")\n",
    "        ax.plot(np.mean(acc_mf_vit, axis=0)[:, plot_idx[i-5]], linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"ViT\")\n",
    "        ax.plot(np.mean(acc_mf_4dvarformer, axis=0)[:, plot_idx[i-5]], color='r', linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"4DVarFormer\")\n",
    "        ax.set_xticks(np.arange(0, acc_fourcastnet.shape[1], 8))\n",
    "        ax.set_xticklabels(np.arange(0, 6 * acc_fourcastnet.shape[1], 48))\n",
    "        ax.tick_params(axis=\"x\", labelsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"ACC\")\n",
    "        plt.xlabel(\"Lead Time (hours)\")\n",
    "    elif i in [10, 11, 12, 13, 14]:\n",
    "        plt.title(plot_vars[i-5], fontsize=12)\n",
    "        ax.plot(np.arange(1, 29), np.mean(rmse_fourcastnet, axis=0)[1:, plot_idx[i-5]], color='k', linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"ERA5\")\n",
    "        ax.plot(np.mean(rmse_mf_4dvarnet, axis=0)[:, plot_idx[i-5]], linewidth=2,\n",
    "                marker=\"o\", markersize=3,  label=f\"4DVarNet\")\n",
    "        ax.plot(np.mean(rmse_mf_vit, axis=0)[:, plot_idx[i-5]], linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"ViT\")\n",
    "        ax.plot(np.mean(rmse_mf_4dvarformer, axis=0)[:, plot_idx[i-5]], color='r', linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"4DVarFormer\")\n",
    "        ax.set_xticks(np.arange(0, rmse_fourcastnet.shape[1], 8))\n",
    "        ax.set_xticklabels(np.arange(0, 6 * rmse_fourcastnet.shape[1], 48))\n",
    "        ax.tick_params(axis=\"x\", labelsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"RMSE {unit_y[i-5]}\", fontsize=12)\n",
    "        plt.xlabel(\"Lead Time (hours)\", fontsize=12)\n",
    "    elif i in [15, 16, 17, 18, 19]:\n",
    "        plt.title(plot_vars[i-10], fontsize=12)\n",
    "        ax.plot(np.arange(1, 29), np.mean(acc_fourcastnet, axis=0)[1:, plot_idx[i-10]], color='k', linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"ERA5\")\n",
    "        ax.plot(np.mean(acc_mf_4dvarnet, axis=0)[:, plot_idx[i-10]], linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"4DVarNet\")\n",
    "        ax.plot(np.mean(acc_mf_vit, axis=0)[:, plot_idx[i-10]], linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"ViT\")\n",
    "        ax.plot(np.mean(acc_mf_4dvarformer, axis=0)[:, plot_idx[i-10]], color='r', linewidth=2,\n",
    "                marker=\"o\", markersize=3, label=f\"4DVarFormer\")\n",
    "        ax.set_xticks(np.arange(0, acc_fourcastnet.shape[1], 8))\n",
    "        ax.set_xticklabels(np.arange(0, 6 * acc_fourcastnet.shape[1], 48))\n",
    "        ax.tick_params(axis=\"x\", labelsize=12)\n",
    "        ax.tick_params(axis=\"y\", labelsize=12)\n",
    "        plt.ylabel(f\"ACC\", fontsize=12)\n",
    "        plt.xlabel(\"Lead Time (hours)\", fontsize=12)\n",
    "        \n",
    "lines, labels = fig.axes[-1].get_legend_handles_labels()\n",
    "fig.legend(lines, labels, ncol=4, loc='lower center', bbox_to_anchor=(0.5, 0), fontsize=12)\n",
    "plt.tight_layout()\n",
    "plt.gcf().subplots_adjust(bottom=0.12)\n",
    "plt.savefig(f'medium_forecast_temp_wind_7d.jpg', dpi=300)\n",
    "plt.savefig(f'medium_forecast_temp_wind_7d.pdf', dpi=300)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "024c69be-83b2-49fe-b137-5721d1e61c7f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.10702523"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(np.mean(rmse_mf_4dvarformer[1:] - rmse_mf_4dvarnet[1:], axis=(0,1)) / np.mean(rmse_mf_4dvarnet[1:], axis=(0,1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "3f0f4f7f-11b3-49b4-887b-b59f29fe7513",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-0.13554431"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(np.mean(rmse_mf_4dvarformer[1:] - rmse_mf_vit[1:], axis=(0,1)) / np.mean(rmse_mf_vit[1:], axis=(0,1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "4da48d09-2ffb-4bd1-8c00-5bd407737f69",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.08478948"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(np.mean(acc_mf_4dvarformer[1:] - acc_mf_4dvarnet[1:], axis=(0,1)) / np.mean(acc_mf_4dvarnet[1:], axis=(0,1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "0f56549d-b0b2-4b1f-87c7-d5670c44b6c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.11842687"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.mean(np.mean(acc_mf_4dvarformer[1:] - acc_mf_vit[1:], axis=(0,1)) / np.mean(acc_mf_vit[1:], axis=(0,1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "31cca352-76fb-4576-915a-20d58f397244",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(139, 120, 24)"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rmse_dacycle_4dvarformer.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0d9d5ca1-98cd-4324-9abb-f3ff3144ed7b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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